diff --git a/Cargo.lock b/Cargo.lock
index 56f6148..a49643b 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -76,12 +76,12 @@ dependencies = [
  "concurrent-queue",
  "futures-lite",
  "libc",
- "log",
+ "log 0.4.14",
  "once_cell",
  "parking",
  "polling",
  "slab",
- "socket2",
+ "socket2 0.4.0",
  "waker-fn",
  "winapi 0.3.9",
 ]
@@ -150,11 +150,11 @@ dependencies = [
  "futures-lite",
  "gloo-timers",
  "kv-log-macro",
- "log",
+ "log 0.4.14",
  "memchr",
  "num_cpus",
  "once_cell",
- "pin-project-lite",
+ "pin-project-lite 0.2.7",
  "pin-utils",
  "slab",
  "wasm-bindgen-futures",
@@ -409,7 +409,7 @@ dependencies = [
  "cookie",
  "failure",
  "idna 0.1.5",
- "log",
+ "log 0.4.14",
  "publicsuffix",
  "serde",
  "serde_json",
@@ -554,7 +554,7 @@ dependencies = [
  "doc-comment",
  "hyper-old-types",
  "isolang",
- "log",
+ "log 0.4.14",
  "reqwest",
  "serde",
  "serde_derive",
@@ -585,7 +585,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2d2f06b9cac1506ece98fe3231e3cc9c4410ec3d5b1f24ae1c8946f0742cdefc"
 dependencies = [
  "backtrace",
- "version_check",
+ "version_check 0.9.3",
 ]
 
 [[package]]
@@ -771,7 +771,7 @@ dependencies = [
  "futures-io",
  "memchr",
  "parking",
- "pin-project-lite",
+ "pin-project-lite 0.2.7",
  "waker-fn",
 ]
 
@@ -820,7 +820,7 @@ dependencies = [
  "futures-sink",
  "futures-task",
  "memchr",
- "pin-project-lite",
+ "pin-project-lite 0.2.7",
  "pin-utils",
  "proc-macro-hack",
  "proc-macro-nested",
@@ -895,12 +895,32 @@ dependencies = [
  "futures 0.1.31",
  "http 0.1.21",
  "indexmap",
- "log",
+ "log 0.4.14",
  "slab",
  "string",
  "tokio-io",
 ]
 
+[[package]]
+name = "h2"
+version = "0.2.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e4728fd124914ad25e99e3d15a9361a879f6620f63cb56bbb08f95abb97a535"
+dependencies = [
+ "bytes 0.5.6",
+ "fnv",
+ "futures-core",
+ "futures-sink",
+ "futures-util",
+ "http 0.2.4",
+ "indexmap",
+ "slab",
+ "tokio 0.2.25",
+ "tokio-util",
+ "tracing",
+ "tracing-futures",
+]
+
 [[package]]
 name = "hashbrown"
 version = "0.9.1"
@@ -950,12 +970,28 @@ dependencies = [
  "tokio-buf",
 ]
 
+[[package]]
+name = "http-body"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "13d5ff830006f7646652e057693569bfe0d51760c0085a071769d142a205111b"
+dependencies = [
+ "bytes 0.5.6",
+ "http 0.2.4",
+]
+
 [[package]]
 name = "httparse"
 version = "1.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f3a87b616e37e93c22fb19bcd386f02f3af5ea98a25670ad0fce773de23c5e68"
 
+[[package]]
+name = "httpdate"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "494b4d60369511e7dea41cf646832512a94e542f68bb9c49e54518e0f468eb47"
+
 [[package]]
 name = "hyper"
 version = "0.12.36"
@@ -965,17 +1001,17 @@ dependencies = [
  "bytes 0.4.12",
  "futures 0.1.31",
  "futures-cpupool",
- "h2",
+ "h2 0.1.26",
  "http 0.1.21",
- "http-body",
+ "http-body 0.1.0",
  "httparse",
  "iovec",
  "itoa",
- "log",
+ "log 0.4.14",
  "net2",
  "rustc_version",
  "time",
- "tokio",
+ "tokio 0.1.22",
  "tokio-buf",
  "tokio-executor",
  "tokio-io",
@@ -983,7 +1019,31 @@ dependencies = [
  "tokio-tcp",
  "tokio-threadpool",
  "tokio-timer",
- "want",
+ "want 0.2.0",
+]
+
+[[package]]
+name = "hyper"
+version = "0.13.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a6f157065790a3ed2f88679250419b5cdd96e714a0d65f7797fd337186e96bb"
+dependencies = [
+ "bytes 0.5.6",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "h2 0.2.7",
+ "http 0.2.4",
+ "http-body 0.3.1",
+ "httparse",
+ "httpdate",
+ "itoa",
+ "pin-project",
+ "socket2 0.3.19",
+ "tokio 0.2.25",
+ "tower-service",
+ "tracing",
+ "want 0.3.0",
 ]
 
 [[package]]
@@ -996,11 +1056,11 @@ dependencies = [
  "bytes 0.4.12",
  "httparse",
  "language-tags",
- "log",
- "mime",
+ "log 0.4.14",
+ "mime 0.3.16",
  "percent-encoding 1.0.1",
  "time",
- "unicase",
+ "unicase 2.6.0",
 ]
 
 [[package]]
@@ -1011,11 +1071,24 @@ checksum = "3a800d6aa50af4b5850b2b0f659625ce9504df908e9733b635720483be26174f"
 dependencies = [
  "bytes 0.4.12",
  "futures 0.1.31",
- "hyper",
+ "hyper 0.12.36",
  "native-tls",
  "tokio-io",
 ]
 
+[[package]]
+name = "hyper-tls"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d979acc56dcb5b8dddba3917601745e877576475aa046df3226eabdecef78eed"
+dependencies = [
+ "bytes 0.5.6",
+ "hyper 0.13.10",
+ "native-tls",
+ "tokio 0.2.25",
+ "tokio-tls",
+]
+
 [[package]]
 name = "idna"
 version = "0.1.5"
@@ -1105,6 +1178,8 @@ dependencies = [
  "serde",
  "serde_json",
  "smol",
+ "telegram-bot",
+ "uuid 0.8.2",
 ]
 
 [[package]]
@@ -1132,7 +1207,7 @@ version = "1.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0de8b303297635ad57c9f5059fd9cee7a47f8e8daa09df0fcd07dd39fb22977f"
 dependencies = [
- "log",
+ "log 0.4.14",
 ]
 
 [[package]]
@@ -1162,6 +1237,15 @@ dependencies = [
  "scopeguard",
 ]
 
+[[package]]
+name = "log"
+version = "0.3.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e19e8d5c34a3e0e2223db8e060f9e8264aeeb5c5fc64a4ee9965c062211c024b"
+dependencies = [
+ "log 0.4.14",
+]
+
 [[package]]
 name = "log"
 version = "0.4.14"
@@ -1199,20 +1283,41 @@ dependencies = [
  "autocfg 1.0.1",
 ]
 
+[[package]]
+name = "mime"
+version = "0.2.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ba626b8a6de5da682e1caa06bdb42a335aee5a84db8e5046a3e8ab17ba0a3ae0"
+dependencies = [
+ "log 0.3.9",
+]
+
 [[package]]
 name = "mime"
 version = "0.3.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2a60c7ce501c71e03a9c9c0d35b861413ae925bd979cc7a4e30d060069aaac8d"
 
+[[package]]
+name = "mime_guess"
+version = "1.8.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "216929a5ee4dd316b1702eedf5e74548c123d370f47841ceaac38ca154690ca3"
+dependencies = [
+ "mime 0.2.6",
+ "phf",
+ "phf_codegen",
+ "unicase 1.4.2",
+]
+
 [[package]]
 name = "mime_guess"
 version = "2.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2684d4c2e97d99848d30b324b00c8fcc7e5c897b7cbb5819b09e7c90e8baf212"
 dependencies = [
- "mime",
- "unicase",
+ "mime 0.3.16",
+ "unicase 2.6.0",
 ]
 
 [[package]]
@@ -1237,7 +1342,7 @@ dependencies = [
  "iovec",
  "kernel32-sys",
  "libc",
- "log",
+ "log 0.4.14",
  "miow",
  "net2",
  "slab",
@@ -1256,6 +1361,19 @@ dependencies = [
  "ws2_32-sys",
 ]
 
+[[package]]
+name = "multipart"
+version = "0.16.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "136eed74cadb9edd2651ffba732b19a450316b680e4f48d6c79e905799e19d01"
+dependencies = [
+ "log 0.4.14",
+ "mime 0.2.6",
+ "mime_guess 1.8.8",
+ "rand 0.6.5",
+ "tempfile",
+]
+
 [[package]]
 name = "native-tls"
 version = "0.2.7"
@@ -1264,7 +1382,7 @@ checksum = "b8d96b2e1c8da3957d58100b09f102c6d9cfdfced01b7ec5a8974044bb09dbd4"
 dependencies = [
  "lazy_static",
  "libc",
- "log",
+ "log 0.4.14",
  "openssl",
  "openssl-probe",
  "openssl-sys",
@@ -1368,6 +1486,15 @@ dependencies = [
  "vcpkg",
 ]
 
+[[package]]
+name = "ordered-float"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3305af35278dd29f46fcdd139e0b1fbfae2153f0e5928b39b035542dd31e37b7"
+dependencies = [
+ "num-traits",
+]
+
 [[package]]
 name = "parking"
 version = "2.0.0"
@@ -1457,8 +1584,35 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "234f71a15de2288bcb7e3b6515828d22af7ec8598ee6d24c3b526fa0a80b67a0"
 dependencies = [
  "siphasher",
+ "unicase 1.4.2",
 ]
 
+[[package]]
+name = "pin-project"
+version = "1.0.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c7509cc106041c40a4518d2af7a61530e1eed0e6285296a3d8c5472806ccc4a4"
+dependencies = [
+ "pin-project-internal",
+]
+
+[[package]]
+name = "pin-project-internal"
+version = "1.0.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "48c950132583b500556b1efd71d45b319029f2b71518d979fcc208e16b42426f"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "pin-project-lite"
+version = "0.1.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "257b64915a082f7811703966789728173279bdebb956b143dbcd23f6f970a777"
+
 [[package]]
 name = "pin-project-lite"
 version = "0.2.7"
@@ -1485,7 +1639,7 @@ checksum = "92341d779fa34ea8437ef4d82d440d5e1ce3f3ff7f824aa64424cd481f9a1f25"
 dependencies = [
  "cfg-if 1.0.0",
  "libc",
- "log",
+ "log 0.4.14",
  "wepoll-ffi",
  "winapi 0.3.9",
 ]
@@ -1535,7 +1689,7 @@ checksum = "ffade02495f22453cd593159ea2f59827aae7f53fa8323f756799b670881dcf8"
 dependencies = [
  "bitflags",
  "memchr",
- "unicase",
+ "unicase 2.6.0",
 ]
 
 [[package]]
@@ -1781,23 +1935,23 @@ dependencies = [
  "flate2",
  "futures 0.1.31",
  "http 0.1.21",
- "hyper",
- "hyper-tls",
- "log",
- "mime",
- "mime_guess",
+ "hyper 0.12.36",
+ "hyper-tls 0.3.2",
+ "log 0.4.14",
+ "mime 0.3.16",
+ "mime_guess 2.0.3",
  "native-tls",
  "serde",
  "serde_json",
  "serde_urlencoded 0.5.5",
  "time",
- "tokio",
+ "tokio 0.1.22",
  "tokio-executor",
  "tokio-io",
  "tokio-threadpool",
  "tokio-timer",
  "url 1.7.2",
- "uuid",
+ "uuid 0.7.4",
  "winreg",
 ]
 
@@ -1919,6 +2073,16 @@ dependencies = [
  "serde_derive",
 ]
 
+[[package]]
+name = "serde-value"
+version = "0.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a663f873dedc4eac1a559d4c6bc0d0b2c34dc5ac4702e105014b8281489e44f"
+dependencies = [
+ "ordered-float",
+ "serde",
+]
+
 [[package]]
 name = "serde_derive"
 version = "1.0.126"
@@ -2062,6 +2226,17 @@ dependencies = [
  "once_cell",
 ]
 
+[[package]]
+name = "socket2"
+version = "0.3.19"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "122e570113d28d773067fab24266b66753f6ea915758651696b6e35e49f88d6e"
+dependencies = [
+ "cfg-if 1.0.0",
+ "libc",
+ "winapi 0.3.9",
+]
+
 [[package]]
 name = "socket2"
 version = "0.4.0"
@@ -2110,6 +2285,36 @@ version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8f13fc301d415a8cd4529ba679720c59f07369bcff573618a6e8d5afebefb6f3"
 
+[[package]]
+name = "telegram-bot"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc9552e972bcb551705fcad45bd0b86eca12a22379db36cdfa6d053e1a19b2de"
+dependencies = [
+ "bytes 0.5.6",
+ "futures 0.3.15",
+ "hyper 0.13.10",
+ "hyper-tls 0.4.3",
+ "multipart",
+ "telegram-bot-raw",
+ "tokio 0.2.25",
+ "tracing",
+ "tracing-futures",
+]
+
+[[package]]
+name = "telegram-bot-raw"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0e4fc120e2b85d639fc932a4aa7c1b6a5f1189fb86948d7a02037d1d8f1ef559"
+dependencies = [
+ "bytes 0.5.6",
+ "serde",
+ "serde-value",
+ "serde_derive",
+ "serde_json",
+]
+
 [[package]]
 name = "tempfile"
 version = "3.2.0"
@@ -2168,6 +2373,23 @@ dependencies = [
  "tokio-timer",
 ]
 
+[[package]]
+name = "tokio"
+version = "0.2.25"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6703a273949a90131b290be1fe7b039d0fc884aa1935860dfcbe056f28cd8092"
+dependencies = [
+ "bytes 0.5.6",
+ "fnv",
+ "futures-core",
+ "iovec",
+ "lazy_static",
+ "memchr",
+ "mio",
+ "pin-project-lite 0.1.12",
+ "slab",
+]
+
 [[package]]
 name = "tokio-buf"
 version = "0.1.1"
@@ -2207,7 +2429,7 @@ checksum = "57fc868aae093479e3131e3d165c93b1c7474109d13c90ec0dda2a1bbfff0674"
 dependencies = [
  "bytes 0.4.12",
  "futures 0.1.31",
- "log",
+ "log 0.4.14",
 ]
 
 [[package]]
@@ -2219,7 +2441,7 @@ dependencies = [
  "crossbeam-utils 0.7.2",
  "futures 0.1.31",
  "lazy_static",
- "log",
+ "log 0.4.14",
  "mio",
  "num_cpus",
  "parking_lot",
@@ -2264,7 +2486,7 @@ dependencies = [
  "crossbeam-utils 0.7.2",
  "futures 0.1.31",
  "lazy_static",
- "log",
+ "log 0.4.14",
  "num_cpus",
  "slab",
  "tokio-executor",
@@ -2282,6 +2504,30 @@ dependencies = [
  "tokio-executor",
 ]
 
+[[package]]
+name = "tokio-tls"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a70f4fcd7b3b24fb194f837560168208f669ca8cb70d0c4b862944452396343"
+dependencies = [
+ "native-tls",
+ "tokio 0.2.25",
+]
+
+[[package]]
+name = "tokio-util"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be8242891f2b6cbef26a2d7e8605133c2c554cd35b3e4948ea892d6d68436499"
+dependencies = [
+ "bytes 0.5.6",
+ "futures-core",
+ "futures-sink",
+ "log 0.4.14",
+ "pin-project-lite 0.1.12",
+ "tokio 0.2.25",
+]
+
 [[package]]
 name = "toml"
 version = "0.5.8"
@@ -2291,6 +2537,55 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "tower-service"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "360dfd1d6d30e05fda32ace2c8c70e9c0a9da713275777f5a4dbb8a1893930c6"
+
+[[package]]
+name = "tracing"
+version = "0.1.26"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "09adeb8c97449311ccd28a427f96fb563e7fd31aabf994189879d9da2394b89d"
+dependencies = [
+ "cfg-if 1.0.0",
+ "log 0.4.14",
+ "pin-project-lite 0.2.7",
+ "tracing-attributes",
+ "tracing-core",
+]
+
+[[package]]
+name = "tracing-attributes"
+version = "0.1.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c42e6fa53307c8a17e4ccd4dc81cf5ec38db9209f59b222210375b54ee40d1e2"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "tracing-core"
+version = "0.1.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a9ff14f98b1a4b289c6248a023c1c2fa1491062964e9fed67ab29c4e4da4a052"
+dependencies = [
+ "lazy_static",
+]
+
+[[package]]
+name = "tracing-futures"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "97d095ae15e245a057c8e8451bab9b3ee1e1f68e9ba2b4fbc18d0ac5237835f2"
+dependencies = [
+ "pin-project",
+ "tracing",
+]
+
 [[package]]
 name = "try-lock"
 version = "0.2.3"
@@ -2318,7 +2613,7 @@ dependencies = [
  "http 0.2.4",
  "httparse",
  "input_buffer",
- "log",
+ "log 0.4.14",
  "native-tls",
  "rand 0.7.3",
  "sha-1",
@@ -2338,13 +2633,22 @@ version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "56dee185309b50d1f11bfedef0fe6d036842e3fb77413abef29f8f8d1c5d4c1c"
 
+[[package]]
+name = "unicase"
+version = "1.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f4765f83163b74f957c797ad9253caf97f103fb064d3999aea9568d09fc8a33"
+dependencies = [
+ "version_check 0.1.5",
+]
+
 [[package]]
 name = "unicase"
 version = "2.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "50f37be617794602aabbeee0be4f259dc1778fabe05e2d67ee8f79326d5cb4f6"
 dependencies = [
- "version_check",
+ "version_check 0.9.3",
 ]
 
 [[package]]
@@ -2409,6 +2713,12 @@ dependencies = [
  "rand 0.6.5",
 ]
 
+[[package]]
+name = "uuid"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc5cf98d8186244414c848017f0e2676b3fcb46807f6668a97dfe67359a3c4b7"
+
 [[package]]
 name = "value-bag"
 version = "1.0.0-alpha.7"
@@ -2416,7 +2726,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dd320e1520f94261153e96f7534476ad869c14022aee1e59af7c778075d840ae"
 dependencies = [
  "ctor",
- "version_check",
+ "version_check 0.9.3",
 ]
 
 [[package]]
@@ -2425,6 +2735,12 @@ version = "0.2.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "accd4ea62f7bb7a82fe23066fb0957d48ef677f6eeb8215f372f52e48bb32426"
 
+[[package]]
+name = "version_check"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "914b1a6776c4c929a602fafd8bc742e06365d4bcbe48c30f9cca5824f70dc9dd"
+
 [[package]]
 name = "version_check"
 version = "0.9.3"
@@ -2455,7 +2771,17 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b6395efa4784b027708f7451087e647ec73cc74f5d9bc2e418404248d679a230"
 dependencies = [
  "futures 0.1.31",
- "log",
+ "log 0.4.14",
+ "try-lock",
+]
+
+[[package]]
+name = "want"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ce8a968cb1cd110d136ff8b819a556d6fb6d919363c61534f6860c7eb172ba0"
+dependencies = [
+ "log 0.4.14",
  "try-lock",
 ]
 
@@ -2489,7 +2815,7 @@ checksum = "3b33f6a0694ccfea53d94db8b2ed1c3a8a4c86dd936b13b9f0a15ec4a451b900"
 dependencies = [
  "bumpalo",
  "lazy_static",
- "log",
+ "log 0.4.14",
  "proc-macro2",
  "quote",
  "syn",
diff --git a/Cargo.toml b/Cargo.toml
index 243c714..f06365c 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -16,3 +16,5 @@ rand = "0.8.4"
 serde = "1.0.126"
 serde_json = "1.0.64"
 smol = "1.2.5"
+telegram-bot = "0.8.0"
+uuid = "0.8.2"
diff --git a/src/main.rs b/src/main.rs
index 878cbcc..38ad79e 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -11,7 +11,7 @@ use crate::{
 
 use futures::StreamExt;
 use futures_timer::Delay;
-use model::SampleModelExt;
+use model::{EmptyModel, SampleModelExt};
 
 mod bot;
 mod config;
@@ -38,25 +38,26 @@ fn main() -> Result<(), Box<dyn Error>> {
             }
         };
 
-        let mut gpt_model = ConsoleSelector.filter(
-            model::GPTSampleModel::new(
-                cfg.python_path(),
-                cfg.gpt_code_path(),
-                vec![
-                    "generate_unconditional_samples.py".to_string(),
-                    "--model_name".to_string(),
-                    cfg.model_name(),
-                    "--temperature".to_string(),
-                    cfg.temperature(),
-                    "--top_k".to_string(),
-                    cfg.top_k(),
-                    "--nsamples".to_string(),
-                    "1".to_string(),
-                ],
-            )
-            .into_stream()
-            .take(10),
-        );
+        // let mut gpt_model = ConsoleSelector.filter(
+        //     model::GPTSampleModel::new(
+        //         cfg.python_path(),
+        //         cfg.gpt_code_path(),
+        //         vec![
+        //             "generate_unconditional_samples.py".to_string(),
+        //             "--model_name".to_string(),
+        //             cfg.model_name(),
+        //             "--temperature".to_string(),
+        //             cfg.temperature(),
+        //             "--top_k".to_string(),
+        //             cfg.top_k(),
+        //             "--nsamples".to_string(),
+        //             "1".to_string(),
+        //         ],
+        //     )
+        //     .into_stream()
+        //     .take(10),
+        // );
+        let mut gpt_model = ConsoleSelector.filter(EmptyModel.into_stream().take(5));
 
         while let Some(Ok(sample)) = gpt_model.next().await {
             println!("{}", sample);
diff --git a/src/model.rs b/src/model.rs
index f66541e..147a57c 100644
--- a/src/model.rs
+++ b/src/model.rs
@@ -1,5 +1,11 @@
+use std::convert::Infallible;
+
 use async_std::{io, process::Command};
-use futures::{future::BoxFuture, stream::BoxStream, Future, Stream, StreamExt, TryStreamExt};
+use futures::{
+    future::{self, BoxFuture},
+    stream::BoxStream,
+    Future, Stream, TryStreamExt,
+};
 
 pub trait SampleModel {
     type Error;
@@ -8,6 +14,19 @@ pub trait SampleModel {
     fn get_sample(&self) -> Self::Sample;
 }
 
+pub struct EmptyModel;
+
+impl SampleModel for EmptyModel {
+    type Error = Infallible;
+    type Sample = future::Ready<Result<String, Self::Error>>;
+
+    fn get_sample(&self) -> Self::Sample {
+        future::ready(Ok(String::from(
+            "The quick brown fox jumps over the lazy dog.",
+        )))
+    }
+}
+
 pub struct GPTSampleModel {
     python_command: String,
     command_working_path: String,
diff --git a/src/selection/mod.rs b/src/selection/mod.rs
index 5823c7d..e298808 100644
--- a/src/selection/mod.rs
+++ b/src/selection/mod.rs
@@ -1,6 +1,7 @@
 use futures::{stream::BoxStream, Future, Stream, TryStreamExt};
 
 mod console;
+mod telegram;
 pub use console::ConsoleSelector;
 
 pub trait Selector {
diff --git a/src/selection/telegram.rs b/src/selection/telegram.rs
new file mode 100644
index 0000000..f1786a4
--- /dev/null
+++ b/src/selection/telegram.rs
@@ -0,0 +1,73 @@
+use async_std::future::pending;
+use futures::{channel::oneshot::Sender, future::BoxFuture, lock::Mutex, Sink, StreamExt};
+use std::{collections::HashMap, sync::Arc};
+use telegram_bot::{
+    self, requests, Api, CallbackQuery, ChatRef, InlineKeyboardButton, InlineKeyboardMarkup,
+    SendMessage, Update, UpdateKind,
+};
+use uuid::Uuid;
+
+use super::Selector;
+
+pub struct TelegramSelector {
+    client: Arc<Api>,
+    chat_ref: Arc<Mutex<ChatRef>>,
+    pending: Arc<Mutex<HashMap<Uuid, Sender<bool>>>>,
+}
+
+impl TelegramSelector {
+    pub fn new(api: Arc<Api>, chat_ref: Arc<Mutex<ChatRef>>) -> Self {
+        let pending: Arc<Mutex<HashMap<Uuid, Sender<bool>>>> = Arc::new(Mutex::new(HashMap::new()));
+        let stream = api.clone();
+        let pending_clone = pending.clone();
+        smol::spawn(async move {
+            let stream = stream.stream();
+            while let Some(Ok(Update {
+                kind:
+                    UpdateKind::CallbackQuery(CallbackQuery {
+                        data: Some(query), ..
+                    }),
+                ..
+            })) = stream.next().await
+            {
+                let uuid_bytes = query.as_bytes().get(0..32);
+                let bool_byte = query.as_bytes().get(32);
+                if let (Some(uuid), Some(keep)) = (uuid_bytes, bool_byte) {
+                    let uuid = Uuid::parse_str(&String::from_utf8_lossy(uuid));
+                    if let Ok(uuid) = uuid {
+                        if let Some(sender) = pending_clone.lock().await.get(&uuid) {
+                            sender.send(match *keep as char {
+                                't' => true,
+                                _ => false,
+                            });
+                        }
+                    }
+                }
+            }
+        });
+        Self {
+            client: api,
+            chat_ref: chat_ref,
+            pending: pending,
+        }
+    }
+}
+
+impl Selector for TelegramSelector {
+    type Error = telegram_bot::Error;
+
+    type Response = BoxFuture<'static, Result<bool, Self::Error>>;
+
+    fn review(&self, message: String) -> Self::Response {
+        let client = self.client.clone();
+        let chat_ref = self.chat_ref.clone();
+        let pending = self.pending.clone();
+        Box::pin(async move {
+            let chat_ref = chat_ref.lock().await.clone();
+            let message = SendMessage::new(chat_ref, message).reply_markup(
+                InlineKeyboardMarkup::new().add_row(vec![InlineKeyboardButton::callback("Keep")]),
+            );
+        })
+    }
+    // /setmain
+}